Keywords AI

Athina AI vs Datadog LLM

Compare Athina AI and Datadog LLM side by side. Both are tools in the Observability, Prompts & Evals category.

Quick Comparison

Athina AI
Athina AI
Datadog LLM
Datadog LLM
CategoryObservability, Prompts & EvalsObservability, Prompts & Evals
PricingEnterprise
Best ForEnterprise teams already using Datadog who want to add LLM monitoring
Websiteathina.aidatadoghq.com
Key Features
  • LLM monitoring within Datadog platform
  • Unified APM + LLM observability
  • Automatic instrumentation
  • Cost and token tracking
  • Integration with existing Datadog dashboards
Use Cases
  • Unified monitoring for AI and traditional services
  • Enterprise LLM monitoring at scale
  • Correlating LLM performance with infrastructure
  • Compliance and audit logging
  • Large-scale production monitoring

When to Choose Athina AI vs Datadog LLM

Datadog LLM
Choose Datadog LLM if you need
  • Unified monitoring for AI and traditional services
  • Enterprise LLM monitoring at scale
  • Correlating LLM performance with infrastructure
Pricing: Enterprise

About Athina AI

Athina AI is a monitoring and evaluation platform for production LLM applications.

About Datadog LLM

Datadog's LLM Observability extends its industry-leading APM platform to AI applications. It provides end-to-end tracing from LLM calls to infrastructure metrics, prompt and completion tracking, cost analysis, and quality evaluation—all integrated with Datadog's existing monitoring, logging, and alerting stack. Ideal for enterprises already using Datadog who want unified observability across traditional and AI workloads.

What is Observability, Prompts & Evals?

Tools for monitoring LLM applications in production, managing and versioning prompts, and evaluating model outputs. Includes tracing, logging, cost tracking, prompt engineering platforms, automated evaluation frameworks, and human annotation workflows.

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